IRF4 and COVID-19: We then studied TFs potentially involved in the transcriptomic changes observed in COVID-19 monocytes, using Discriminant Regulon Expression Analysis (DoRothEA), and found that MAF family members, GATA3, STAT4, and IRF4, were associated with upregulated genes in severe COVID-19 (Fig. 4E).